Other packages > Find by keyword >

anscombiser  

Create Datasets with Identical Summary Statistics
View on CRAN: Click here


Download and install anscombiser package within the R console
Install from CRAN:
install.packages("anscombiser")

Install from Github:
library("remotes")
install_github("cran/anscombiser")

Install by package version:
library("remotes")
install_version("anscombiser", "1.1.0")



Attach the package and use:
library("anscombiser")
Maintained by
Paul J. Northrop
[Scholar Profile | Author Map]
First Published: 2020-10-12
Latest Update: 2022-10-02
Description:
Anscombe's quartet are a set of four two-variable datasets that have several common summary statistics but which have very different joint distributions. This becomes apparent when the data are plotted, which illustrates the importance of using graphical displays in Statistics. This package enables the creation of datasets that have identical marginal sample means and sample variances, sample correlation, least squares regression coefficients and coefficient of determination. The user supplies an initial dataset, which is shifted, scaled and rotated in order to achieve target summary statistics. The general shape of the initial dataset is retained. The target statistics can be supplied directly or calculated based on a user-supplied dataset. The 'datasauRus' package provides further examples of datasets that have markedly different scatter plots but share many sample summary statistics.
How to cite:
Paul J. Northrop (2020). anscombiser: Create Datasets with Identical Summary Statistics. R package version 1.1.0, https://cran.r-project.org/web/packages/anscombiser. Accessed 29 Apr. 2025.
Previous versions and publish date:
1.0.0 (2020-10-12 01:40)
Other packages that cited anscombiser R package
View anscombiser citation profile
Other R packages that anscombiser depends, imports, suggests or enhances
Complete documentation for anscombiser
Downloads during the last 30 days
03/3003/3104/0104/0204/0304/0404/0504/0604/0704/0804/0904/1004/1104/1204/1304/1404/1504/1604/1704/1804/1904/2004/2104/2204/2304/2404/2504/2604/2704/28Downloads for anscombiser246810121416182022242628TrendBars

Today's Hot Picks in Authors and Packages

quickcode  
Quick and Essential 'R' Tricks for Better Scripts
The NOT functions, 'R' tricks and a compilation of some simple quick plus often used 'R' codes to im ...
Download / Learn more Package Citations See dependency  
NBBDesigns  
Neighbour Balanced Block Designs (NBBDesigns)
Neighbour-balanced designs ensure that no treatment is disadvantaged unfairly by its surroundings. T ...
Download / Learn more Package Citations See dependency  
phecodemap  
Visualization for PheCode Mapping with ICD-9 and ICD-10-CM Codes
To build a shiny app for visualization of the hierarchy of PheCode Mapping with International Classi ...
Download / Learn more Package Citations See dependency  
knockoff  
The Knockoff Filter for Controlled Variable Selection
The knockoff filter is a general procedure for controlling the false discovery rate (FDR) when perf ...
Download / Learn more Package Citations See dependency  
bigGP  
Distributed Gaussian Process Calculations
Distributes Gaussian process calculations across nodes in a distributed memory setting, using Rmpi. ...
Download / Learn more Package Citations See dependency  
PCAmatchR  
Match Cases to Controls Based on Genotype Principal Components
Matches cases to controls based on genotype principal components (PC). In order to produce better r ...
Download / Learn more Package Citations See dependency  

24,142

R Packages

207,311

Dependencies

65,176

Author Associations

24,143

Publication Badges

© Copyright since 2022. All right reserved, rpkg.net.  Based in Cambridge, Massachusetts, USA